{"id":"W4309190849","doi":"10.1177/00110000221136218","title":"Differences Between Canadian Psychological Association Nonmember and Member Counseling Psychologists","year":2022,"lang":"en","type":"article","venue":"The Counseling Psychologist","topic":"Counseling Practices and Supervision","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Counseling psychology; Psychology; Association (psychology); Licensure; Exploratory research; Professional association; Counselor education; Clinical psychology; Counselling psychology; Applied psychology; Psychological counseling; Medical education; Higher education; Psychotherapist; Medicine; Public relations; Social science; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00457338,0.0002163859,0.0003209909,0.002666502,0.004965669,0.002003255,0.001187541,0.000599413,0.004909178],"category_scores_gemma":[0.02431182,0.0002367427,0.0002262686,0.0016764,0.001723745,0.0007082924,0.0017581,0.000905415,0.0003813842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01167572,"about_ca_system_score_gemma":0.0114075,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6824262,"about_ca_topic_score_gemma":0.8430804,"domain_scores_codex":[0.9922696,0.00119076,0.0002695411,0.0004573306,0.003888651,0.001924033],"domain_scores_gemma":[0.9805403,0.003414561,0.00313051,0.0006108304,0.007371968,0.004931721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002470466,0.0001635127,0.8959443,0.00005444462,0.00004989953,0.0001509941,0.07001247,0.0001060408,0.001107093,0.001120516,0.003152414,0.02789128],"study_design_scores_gemma":[0.000004478436,0.00005126218,0.9610047,0.00003029783,0.000009146574,0.00008521038,0.03620518,0.0001701699,0.0001529927,0.00009268828,0.002182849,0.00001103023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924544,0.0001669024,0.0001183891,0.0004163017,0.00002625882,0.000031677,0.0001263834,0.000006618705,0.00665306],"genre_scores_gemma":[0.9977048,0.0001438224,0.0001600114,0.0001707875,0.00001124441,0.00001947955,0.0001519555,0.000005565964,0.001632249],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6824262,"threshold_uncertainty_score":0.6388882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07077391261855989,"score_gpt":0.3612791130191617,"score_spread":0.2905052004006018,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}